Characterizing clay textures and their impact on the reservoir using deep learning and Lattice-Boltzmann simulation applied to SEM images
Naser Golsanami, Madusanka N. Jayasuriya, Weichao Yan, Shanilka G. Fernando, Xuefeng Liu, Likai Cui, Xuepeng Zhang, Qamar Yasin, Huaimin Dong, Xu Dong
Topics & Concepts
Lattice Boltzmann methodsScanning electron microscopePorositySlicingPetroleum engineeringReservoir modelingClay mineralsGeologyCharacterization (materials science)Permeability (electromagnetism)MineralogyArtificial intelligenceGeotechnical engineeringMaterials scienceComputer scienceChemistryMechanicsComposite materialComputer graphics (images)NanotechnologyPhysicsBiochemistryMembraneEnhanced Oil Recovery TechniquesNMR spectroscopy and applicationsHydraulic Fracturing and Reservoir Analysis